ADP Practice Exam Materials: Associate Data Practitioner and ADP Study Guide - BraindumpsVCE

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Google ADP Exam Syllabus Topics:

SectionWeightObjectives
Data Management25%- Data governance and security
  • 1. IAM and access control
    • 2. Data lifecycle management
      - Storage and data organization
      • 1. Cloud Storage lifecycle policies
        • 2. BigQuery datasets and tables management
          Data Analysis and Presentation27%- Querying and analyzing data
          • 1. Data aggregation and transformation
            • 2. BigQuery SQL usage
              - Data visualization
              • 1. Looker / Looker Studio reporting
                Data Preparation and Ingestion30%- Data ingestion into Google Cloud services
                • 1. Streaming ingestion with Pub/Sub concepts
                  • 2. Cloud Storage ingestion patterns
                    Data Pipeline Orchestration18%- Pipeline design and automation
                    • 1. Dataflow pipelines
                      • 2. Workflow orchestration concepts (e.g., Cloud Composer)

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                        Google Associate Data Practitioner Sample Questions (Q59-Q64):

                        NEW QUESTION # 59
                        Your company currently uses an on-premises network file system (NFS) and is migrating data to Google Cloud. You want to be able to control how much bandwidth is used by the data migration while capturing detailed reporting on the migration status. What should you do?

                        Answer: B


                        NEW QUESTION # 60
                        You have a Dataproc cluster that performs batch processing on data stored in Cloud Storage. You need to schedule a daily Spark job to generate a report that will be emailed to stakeholders. You need a fully-managed solution that is easy to implement and minimizes complexity. What should you do?

                        Answer: D


                        NEW QUESTION # 61
                        Your company wants to implement a data transformation (ETL) pipeline for their BigQuery data warehouse.
                        You need to identify a managed transformation solution that allows users to develop with SQL and JavaScript, has version control, allows for modular code, and has data quality checks. What should you do?

                        Answer: D


                        NEW QUESTION # 62
                        Following a recent company acquisition, you inherited an on- premises data infrastructure that needs to move to Google Cloud. The acquired system has 250 Apache Airflow directed acyclic graphs (DAGs) orchestrating data pipelines. You need to migrate the pipelines to a Google Cloud managed service with minimal effort. What should you do?

                        Answer: A


                        NEW QUESTION # 63
                        Your organization has decided to move their on-premises Apache Spark-based workload to Google Cloud.
                        You want to be able to manage the code without needing to provision and manage your own cluster. What should you do?

                        Answer: C


                        NEW QUESTION # 64
                        ......

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